OPTIMADE

v1.0.0Data Science & MLstable

Enables natural language querying of OPTIMADE-compatible material databases like Materials Project and Materials Cloud via the Model Context Protocol. It provides tools for linting query filters, discovering database providers, and accessing full str

optimade-mcp-servermcpai-integration
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What is OPTIMADE?

OPTIMADE is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to enables natural language querying of optimade-compatible material databases like materials project and materials cloud via the model context protocol. it provides tools for linting query filters, disc...

Enables natural language querying of OPTIMADE-compatible material databases like Materials Project and Materials Cloud via the Model Context Protocol. It provides tools for linting query filters, discovering database providers, and accessing full str

This server falls under the Data Science & ML and Search & Data Extraction categories on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • Enables natural language querying of OPTIMADE-compatible mat

Use Cases

Material database querying
Property discovery
dianfengxiaobo

Maintainer

LicenseMIT License
Languagetypescript
Versionv1.0.0
UpdatedN/A
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

Manual Installation

npx optimade-mcp-server

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about OPTIMADE

What is OPTIMADE?

OPTIMADE is a Model Context Protocol (MCP) server that enables natural language querying of optimade-compatible material databases like materials project and materials cloud via the model context protocol. it provides tools for linting query filters, discovering database providers, and accessing full str It connects AI assistants to external tools and data sources through a standardized interface.

How do I install OPTIMADE?

Follow the installation instructions on the OPTIMADE GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.

Which AI clients work with OPTIMADE?

OPTIMADE works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is OPTIMADE free to use?

Yes, OPTIMADE is open source and available under the MIT License license. You can use it freely in both personal and commercial projects.

Browse More Data Science & ML MCP Servers

Explore all data science & ml servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "optimade-mcp-server": { "command": "npx", "args": ["-y", "optimade-mcp-server"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

Ready to use OPTIMADE?

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